Rapid screen of aflatoxin‐contaminated peanut oil using Fourier transform infrared spectroscopy combined with multivariate decision tree

Summary Contamination of peanut oil is a great concern in the industry. FTIR spectroscopy combined with chemometrics could develop a rapid and nondestructive method to screen aflatoxin‐contaminated peanut oil. Aflatoxin B1 (AFB1)‐ and aflatoxin (AFT)‐positive peanut oils were screened by mid‐IR (MIR...

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Bibliographic Details
Published in:International journal of food science & technology 2018-10, Vol.53 (10), p.2386-2393
Main Authors: Yang, Yu, Zhang, Yanan, He, Caiyan, Xie, Mengyuan, Luo, Huitai, Wang, Ying, Zhang, Jun
Format: Article
Language:English
Subjects:
Aflatoxin
Aflatoxin B1
Calibration
Chemometrics
Contamination
Data points
Decision trees
Discriminant analysis
Edible oils
Fourier transforms
Infrared spectroscopy
mid‐IR
Multitasking
multivariate decision tree
Nondestructive testing
Oil
Oil pollution
Peanut oil
Peanuts
Spectroscopy
Spectrum analysis
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Summary:Summary Contamination of peanut oil is a great concern in the industry. FTIR spectroscopy combined with chemometrics could develop a rapid and nondestructive method to screen aflatoxin‐contaminated peanut oil. Aflatoxin B1 (AFB1)‐ and aflatoxin (AFT)‐positive peanut oils were screened by mid‐IR (MIR) with classification models established by a novel multivariate decision tree (MDT) method. Two discriminant functions were developed in the fingerprint region based on absorbance ratio and moving window Fisher discrimination analysis methods for the two complex nodes in each MDT model. Window adjustment reduced the total different spectral data points in modelling to 23. The true‐positive and true‐negative rate of calibration and validation could both reach up to 100%. These results would render the possibility of efficient and economical design of a portable high‐speed multitasking MIR instrument for screening AFB1‐ and AFT‐contaminated peanut oil. Positive is denoted in red, negative is denoted in blue.
ISSN:0950-5423
1365-2621
DOI:10.1111/ijfs.13831